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AI Tools Are Tackling the COBOL Crisis as Veteran Developers Retire and Billions of Lines of Legacy Code Hang in the Balance

AI Tools Are Tackling the COBOL Crisis as Veteran Developers Retire and Billions of Lines of Legacy Code Hang in the Balance

Feb 24, 2026
Claude

As veteran COBOL developers retire and billions of lines of legacy code power 95% of US ATM transactions, AI tools like Claude Code are now automating the most costly and complex phases of modernization, offering organizations a practical, incremental path forward before a critical skills gap becomes a full-blown crisis.

AWS Outage Sparks Debate Over AI Autonomy After Amazon's Own Kiro Tool Allegedly Triggers 13-Hour Disruption

AWS Outage Sparks Debate Over AI Autonomy After Amazon's Own Kiro Tool Allegedly Triggers 13-Hour Disruption

Feb 23, 2026
Engadget

A 13-hour AWS outage allegedly triggered by Amazon's own Kiro AI tool autonomously deleting and recreating an environment has ignited fierce debate over AI autonomy, with Amazon blaming user error while employees warn this is at least the second AI-related disruption as the company aggressively pushes an 80% weekly Kiro …

Anthropic's AI Compiler Proves Claude Can Build Complex Systems But Still Can't Invent New Ones

Anthropic's AI Compiler Proves Claude Can Build Complex Systems But Still Can't Invent New Ones

Feb 23, 2026
modular

Anthropic's Claude AI has successfully built a C compiler capable of handling complex, multi-subsystem engineering projects, proving AI can maintain architectural coherence at scale — but the system still relies on existing design patterns rather than inventing genuinely new ones, signaling a shift in engineering value toward system design and …

Software Teams Ditch Ad-Hoc AI Prompting for Structured Specs as Engineering Shifts Toward Formalized Intent

Software Teams Ditch Ad-Hoc AI Prompting for Structured Specs as Engineering Shifts Toward Formalized Intent

Feb 21, 2026
David Sanchez

Software teams are abandoning ad-hoc AI prompting in favor of structured, versioned specifications embedded directly into repositories, enabling both humans and AI agents to work from a consistent source of truth and shifting the core engineering skill toward formalizing intent rather than optimizing prompts.

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